InfoWorld

The browser is your database: Local-first comes of age

The thick client is making a comeback. Here’s how next-generation local databases like PGlite and RxDB are bringing ...
GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
IEEE

Active Wireless Split Learning via Online Cloud-Local Server Delta-Knowledge Distillation

Abstract: In Split learning (SL), a promising edge learning, edge devices and a server split a neural network and jointly train by exchanging smashed data and corresponding gradients. To alleviate the ...
GitHub

meet21122005/Web-based-Malware-Detection-Using-Machine-Learning

This project is a comprehensive malware detection system developed as part of a semester project. It combines machine learning with web technologies to provide safe, static analysis of executable ...
IEEE

VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server

Abstract: Federated learning (FL) is widely used in neural network-based deep learning, which allows multiple users to jointly train a model without disclosing their data. However, the data quality of ...